Cognitive mechanisms underlying the emotional effects of bias modification
Abstract
In this study we assessed the cognitive mechanisms underlying the affective consequences of modifying emotional processing biases. During ‘active’ training participants selected either threatening or non‐threatening meanings of emotionally ambiguous words, in contrast to ‘passive’ conditions in which participants read unambiguous words with equivalent valenced meanings. Both methods enhanced access to training‐congruent primed emotional meanings, as assessed in a lexical decision task, although neither method displayed evidence of an induced interpretive bias as it is usually understood. However, consistent with previous research, the methods differed in their emotional consequences: Active training had greater effects on anxiety while viewing an accident video than did passive exposure. We interpret these results to suggest that both forms of training enhance priming of a valenced category, but only active conditions induce an implicit production rule to generate and/or select emotional meanings, and that it is this latter process that is critical to the modification of emotionality. Copyright © 2010 John Wiley & Sons, Ltd.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The suggested mechanism of action underlying CBM-pa is the implicit learning of a benign production rule driving interpretation.
“Furthermore, the suggested mechanism of action underlying CBM-pa is the implicit learning of a benign production rule driving interpretation [31].”
From A qualitative study of the acceptability of cognitive bias modification for paranoia (CBM-pa) in patients with psychosis (2019) · cites this paper as [31]
Cites
(1970) · Cited by 24,983 · see citing works
Cognitive Therapy: Basics and Beyond
Beck, J. S. (1995) · Medical Entomology and Zoology · Cited by 2,208 · see citing works
Cognitive Therapy: Basics and Beyond
Blair, D. T. (1996) · Journal of Psychosocial Nursing and Mental Health Services · doi:10.3928/0279-3695-19961101-24 · Cited by 1,588 · see citing works
Induced emotional interpretation bias and anxiety.
Mathews, A., & Mackintosh, B. (2000) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.109.4.602 · Cited by 739 · see citing works
Self-citationMicro Experimental Laboratory: An integrated system for IBM PC compatibles
Schneider, W. (1988) · Behavior Research Methods, Instruments, & Computers · doi:10.3758/bf03203833 · Cited by 729 · see citing works
Induced processing biases have causal effects on anxiety
Mathews, A., & MacLeod, C. (2002) · Cognition & Emotion · doi:10.1080/02699930143000518 · Cited by 619 · see citing works
Self-citationMental Imagery and Emotion: A Special Relationship?
Holmes, E. A., & Mathews, A. (2005) · Emotion · doi:10.1037/1528-3542.5.4.489 · Cited by 612 · see citing works
Self-citationPositive Interpretation Training: Effects of Mental Imagery Versus Verbal Training on Positive Mood
Holmes, E. A., Mathews, A., Dalgleish, T., & Mackintosh, B. (2006) · Behavior Therapy · doi:10.1016/j.beth.2006.02.002 · Cited by 391 · see citing works
Self-citationCognitive Bias Modification: Past Perspectives, Current Findings, and Future Applications
Hertel, P. T., & Mathews, A. (2011) · Perspectives on Psychological Science · doi:10.1177/1745691611421205 · Cited by 321 · see citing works
Self-citationImpaired positive inferential bias in social phobia.
Hirsch, C. R., & Mathews, A. (2000) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.109.4.705 · Cited by 267 · see citing works
Self-citationImpaired positive inferential bias in social phobia
Hirsch, C. R., & Mathews, A. (2000) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.109.4.705 · Cited by 267 · see citing works
Self-citationThe causal role of interpretive bias in anxiety reactivity
Wilson, E. J., MacLeod, C., Mathews, A., & Rutherford, E. M. (2006) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.115.1.103 · Cited by 262 · see citing works
Self-citationWhither cognitive bias modification research? Commentary on the special section articles.
MacLeod, C., Koster, E. H. W., & Fox, E. (2009) · Journal of Abnormal Psychology · doi:10.1037/a0014878 · Cited by 239 · see citing works
Facilitating a benign interpretation bias in a high socially anxious population
Murphy, R., Hirsch, C. R., Mathews, A., Smith, K., & Clark, D. M. (2007) · Behaviour Research and Therapy · doi:10.1016/j.brat.2007.01.007 · Cited by 198 · see citing works
Self-citationEmotion and two kinds of meaning: Cognitive therapy and applied cognitive science
Teasdale, J. D. (1993) · Behaviour Research and Therapy · doi:10.1016/0005-7967(93)90092-9 · Cited by 190 · see citing works
An Anxiety-Related Bias in Semantic Activation When Processing Threat/Neutral Homographs
Richards, A., & French, C. C. (1992) · The Quarterly Journal of Experimental Psychology Section A · doi:10.1080/02724989208250625 · Cited by 187 · see citing works
Looking on the bright side: Accessing benign meanings reduces worry
Hirsch, C. R., Hayes, S., & Mathews, A. (2009) · Journal of Abnormal Psychology · doi:10.1037/a0013473 · Cited by 175 · see citing works
Self-citationInducing a benign interpretational bias reduces trait anxiety
Mathews, A., Ridgeway, V., Cook, E., & Yiend, J. (2007) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2006.10.011 · Cited by 171 · see citing works
Self-citationMacLeod, C., & Mathews, A. (1991) · Behaviour Research and Therapy · doi:10.1016/0005-7967(91)90009-r · Cited by 162 · see citing works
Self-citationMackintosh, B., Mathews, A., Yiend, J., Ridgeway, V., & Cook, E. (2006) · Behavior Therapy · doi:10.1016/j.beth.2006.03.001 · Cited by 143 · see citing works
Self-citationEffects of Training on Interpretation of Emotional Ambiguity
Grey, S. J., & Mathews, A. (2000) · The Quarterly Journal of Experimental Psychology Section A · doi:10.1080/713755937 · Cited by 142 · see citing works
Self-citationEnduring consequences of experimentally induced biases in interpretation
Yiend, J., Mackintosh, B., & Mathews, A. (2005) · Behaviour Research and Therapy · doi:10.1016/j.brat.2004.06.007 · Cited by 135 · see citing works
Self-citationCognitive bias modification: the critical role of active training in modifying emotional responses.
Hoppitt, L., Mathews, A., Yiend, J., & Mackintosh, B. (2010) · The Behavior Therapist · doi:10.1016/j.beth.2009.01.002 · Cited by 75 · see citing works
Self-citationTransfer of training emotionally biased interpretations
Hertel, P. T., Mathews, A., Peterson, S., & Kintner, K. (2003) · Applied Cognitive Psychology · doi:10.1002/acp.905 · Cited by 40 · see citing works
Self-citationWord association norms for a set of threat/neutral homographs
French, C. C., & Richards, A. (1992) · Cognition & Emotion · doi:10.1080/02699939208411058 · Cited by 25 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
A meta-analysis of the effect of cognitive bias modification on anxiety and depression
Hallion, L. S., & Ruscio, A. M. (2011) · Psychological Bulletin · doi:10.1037/a0024355 · Cited by 891 · see citing works
Cognitive bias modification approaches to anxiety.
MacLeod, C., & Mathews, A. (2012) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-032511-143052 · Cited by 617 · see citing works
Self-citationEfficacy of cognitive bias modification interventions in anxiety and depression: Meta-analysis
Cristea, I. A., Kok, R. N., & Cuijpers, P. (2015) · British Journal of Psychiatry · doi:10.1192/bjp.bp.114.146761 · Cited by 553 · see citing works
Cognitive bias modification: A review of meta-analyses
Jones, E. B., & Sharpe, L. (2017) · Journal of Affective Disorders · doi:10.1016/j.jad.2017.07.034 · Cited by 338 · see citing works
Cognitive Bias Modification: Past Perspectives, Current Findings, and Future Applications
Hertel, P. T., & Mathews, A. (2011) · Perspectives on Psychological Science · doi:10.1177/1745691611421205 · Cited by 321 · see citing works
Self-citationMenne-Lothmann, C., Viechtbauer, W., Höhn, P., Kasanova, Z., Haller, S. P., Drukker, M., van Os, J., Wichers, M., & Lau, J. Y. F. (2014) · PLoS ONE · doi:10.1371/journal.pone.0100925 · Cited by 235 · see citing works
Lang, T. J., Blackwell, S. E., Harmer, C. J., Davison, P., & Holmes, E. A. (2012) · European Journal of Personality · doi:10.1002/per.855 · Cited by 171 · see citing works
Grafton, B., MacLeod, C., Rudaizky, D., Holmes, E. A., Salemink, E., Fox, E., & Notebaert, L. (2017) · British Journal of Psychiatry · doi:10.1192/bjp.bp.115.176123 · Cited by 160 · see citing works
Magnitude of negative interpretation bias depends on severity of depression.
Lee, J.-S., Mathews, A., Shergill, S., & Yiend, J. (2016) · Behaviour Research and Therapy · doi:10.1016/j.brat.2016.05.007 · Cited by 81 · see citing works
Self-citationYiend, J., Lee, J.-S., Tekes, S., Atkins, L., Mathews, A., Vrinten, M., Ferragamo, C., & Shergill, S. (2014) · Cognitive Therapy and Research · doi:10.1007/s10608-013-9571-y · Cited by 73 · see citing works
Self-citationModifying cognitive errors promotes cognitive well being: a new approach to bias modification.
Lester, K., Mathews, A., Davison, P., Burgess, J., & Yiend, J. (2011) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2011.01.001 · Cited by 54 · see citing works
Self-citationWoud, M. L., & Becker, E. S. (2014) · Cognitive Therapy and Research · doi:10.1007/s10608-014-9605-0 · Cited by 62 · see citing works
Fu, X.-X., Du, Y.-S., Au, S., & Lau, J. Y. F. (2013) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2012.11.003 · Cited by 66 · see citing works
Hoppitt, L., Illingworth, J. L., MacLeod, C., Hampshire, A., Dunn, B., & Mackintosh, B. (2014) · Behaviour Research and Therapy · doi:10.1016/j.brat.2013.10.008 · Cited by 48 · see citing works
Self-citationInterpretation training influences memory for prior interpretations.
Salemink, E., Hertel, P. T., & Mackintosh, B. (2010) · Emotion · doi:10.1037/a0020232 · Cited by 51 · see citing works
Self-citationSavulich, G., Shergill, S., & Yiend, J. (2012) · Journal of Experimental Psychopathology · doi:10.5127/jep.016711 · Cited by 48 · see citing works
Self-citationEffects of modifying the interpretation of emotional ambiguity
Mathews, A. (2012) · Journal of Cognitive Psychology · doi:10.1080/20445911.2011.584527 · Cited by 35 · see citing works
Self-citationThe combined cognitive bias hypothesis in anxiety: A systematic review and meta-analysis
Leung, C. J., Yiend, J., Trotta, A., & Lee, T. M. C. (2022) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2022.102575 · Cited by 41 · see citing works
Self-citationExploring the Causal Effect of Interpretation Bias on Attachment Expectations
Winter, S. D., Bosmans, G., & Salemink, E. (2016) · Child Development · doi:10.1111/cdev.12587 · Cited by 37 · see citing works
Macdonald, E. M., Koerner, N., & Antony, M. (2013) · Cognitive Therapy and Research · doi:10.1007/s10608-012-9519-7 · Cited by 37 · see citing works
Turner, R., Hoppitt, L., Hodgekins, J., Wilkinson, J., Mackintosh, B., & Fowler, D. G. (2011) · Behavioural and Cognitive Psychotherapy · doi:10.1017/s1352465810000706 · Cited by 31 · see citing works
Self-citationNegative Self-Beliefs in Eating Disorders: A Cognitive-Bias-Modification Study
Yiend, J., Parnes, C., Shepherd, K., Roche, M.-K., & Cooper, M. J. (2014) · Clinical Psychological Science · doi:10.1177/2167702614528163 · Cited by 30 · see citing works
Self-citationCrime reconstruction and the role of trace materials from crime scene to court
Morgan, R. M., Meakin, G. E., French, J. C., & Nakhaeizadeh, S. (2019) · Wiley Interdisciplinary Reviews Forensic Science · doi:10.1002/wfs2.1364 · Cited by 27 · see citing works
Cognitive bias modification for adult’s depression: A systematic review and meta-analysis
Li, J., Ma, H., Yang, H. J., Yu, H., & Zhang, N. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.968638 · Cited by 28 · see citing works
Clarke, P., Nanthakumar, S., Notebaert, L., Holmes, E. A., Blackwell, S. E., & MacLeod, C. (2013) · Cognitive Therapy and Research · doi:10.1007/s10608-013-9564-x · Cited by 26 · see citing works
Leung, C. J., Fosuaah, A., Frerichs, J., Heslin, M., Kabir, T., Lee, T. M. C., McGuire, P., Meek, C., Mouchlianitis, E., Nath, A. S., et al. (2019) · BMC Psychiatry · doi:10.1186/s12888-019-2215-3 · Cited by 20 · see citing works
Self-citationHow can we enhance cognitive bias modification techniques? The effects of prospective cognition
Lee, J.-S., Mathews, A., Shergill, S. S., Chan, D. K. Y., Majeed, N., & Yiend, J. (2015) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2015.03.007 · Cited by 23 · see citing works
Self-citationInterpretation bias for uncertain threat: A replication and extension.
Oglesby, M. E., Raines, A. M., Short, N. A., Capron, D. W., & Schmidt, N. B. (2016) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2015.12.006 · Cited by 23 · see citing works
Steinman, S. A., & Teachman, B. (2014) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2014.12.004 · Cited by 23 · see citing works
Winter, S. D., Salemink, E., & Bosmans, G. (2017) · Behaviour Research and Therapy · doi:10.1016/j.brat.2017.12.004 · Cited by 19 · see citing works
Wittekind, C. E., Jens Blechert, A., Schiebel, T., Lender, A., Kahveci, S., & Kühn, S. (2021) · Appetite · doi:10.1016/j.appet.2021.105294 · Cited by 19 · see citing works
Enhancing the Efficacy of Cognitive Bias Modification for Social Anxiety
Stevens, E. S., Behar, E., & Jendrusina, A. A. (2018) · Behavior Therapy · doi:10.1016/j.beth.2018.02.004 · Cited by 19 · see citing works
Vassilopoulos, S. P., Diakogiorgi, K., Brouzos, A., Moberly, N. J., & Chasioti, M. (2018) · Journal of Psychologists and Counsellors in Schools · doi:10.1017/jgc.2018.1 · Cited by 16 · see citing works
Field, Z., & Field, A. P. (2013) · Emotion · doi:10.1037/a0031147 · Cited by 15 · see citing works
Cognitive Bias Modification: A New Frontier in Cognition and Emotion Research
MacLeod, C., & Clarke, P. (2013) · UWA Profiles and Research Repository (UWA) · Cited by 13 · see citing works
Nowakowski, M. E., Antony, M., & Koerner, N. (2015) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2015.04.004 · Cited by 16 · see citing works
Bilingual comparison of Mandarin and English cognitive bias tasks
Smith, L., Leung, W. G., Crane, B., Parkinson, B., Toulopoulou, T., & Yiend, J. (2017) · Behavior Research Methods · doi:10.3758/s13428-017-0871-0 · Cited by 14 · see citing works
Self-citationCognitive Bias Modification Training in Adolescents: Persistence of Training Effects
Belli, S. R., & Lau, J. Y. F. (2014) · Cognitive Therapy and Research · doi:10.1007/s10608-014-9627-7 · Cited by 13 · see citing works
Neural correlates of cognitive bias modification for interpretation
Sakaki, K., Nozawa, T., Ikeda, S., & Kawashima, R. (2020) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsaa026 · Cited by 7 · see citing works
A Further Validation of the Cognitive Bias Modification Effect on Trust in Middle Childhood
Bosmans, G., Verhees, M. W. F. T., & Winter, S. D. (2019) · Behavior Therapy · doi:10.1016/j.beth.2019.04.004 · Cited by 8 · see citing works
MacLeod, C. (2010) · Applied Cognitive Psychology · doi:10.1002/acp.1697 · Cited by 8 · see citing works
Cognitive bias in sex estimation: The influence of context on forensic decision-making
Nakhaeizadeh, S., Dror, I. E., & Morgan, R. M. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-815767-1.00020-1 · Cited by 7 · see citing works
When the “Golden Years” turn blue
Green, J. S., Magee, J. C., Steiner, A. R. W., & Teachman, B. A. (2015) · International Journal of Behavioral Development · doi:10.1177/0165025415613855 · Cited by 6 · see citing works
Wu, Z., Li, S., Chen, Z., & Nie, Y. (2024) · Behaviour Research and Therapy · doi:10.1016/j.brat.2024.104616 · Cited by 5 · see citing works
Cognitive Bias Modification Training to Change Interpretation Biases
Salemink, E., Woud, M. L., Bouwman, V., & Mobach, L. (2023) · CBT: science into practice · doi:10.1007/978-3-031-23650-1_11 · Cited by 5 · see citing works
Practice makes perfect: Training the interpretation of emotional ambiguity
Clifton, J., Hedley, S., Mountier, E. I., Tiszai, B., & Grimshaw, G. M. (2015) · Cognition & Emotion · doi:10.1080/02699931.2015.1020768 · Cited by 5 · see citing works
AI and Eye Tracking Reveal Design Elements’ Impact on E-Magazine Reader Engagement
Šola, H. M., Qureshi, F. H., & Khawaja, S. (2025) · Education Sciences · doi:10.3390/educsci15020203 · Cited by 7 · see citing works
Ji, J. L., Salemink, E., & Teachman, B. A. (2024) · Journal of Experimental Psychopathology · doi:10.1177/20438087241226642 · Cited by 3 · see citing works
Metuki, N., & Michal Lavidor, B. (2013) · Journal of Neurolinguistics · doi:10.1016/j.jneuroling.2013.05.003 · Cited by 3 · see citing works
THREAT BIAS AND HEART RATE VARIABILITY IN TRAIT ANXIETY
Miller, K. (2018) · D-Scholarship@Pitt (University of Pittsburgh) · Cited by 1 · see citing works
Shelfer, L. (2010) · UEA Digital Repository (University of East Anglia) · Cited by 1 · see citing works
Nakhaeizadeh, S. (2017) · UCL Discovery (University College London) · Cited by 1 · see citing works
Künstler, E. C. S. (2014) · Unisa Institutional Repository (University of South Africa)
Lodge, J. (2013) · UEA Digital Repository (University of East Anglia)
White, L. K. (2013) · University Libraries (University of Maryland)
Smith, H. R. (2015) · UEA Digital Repository (University of East Anglia)
Affect dynamics : a focus on genes, stress, and an opportunity for change
Menne‐Lothmann, C. (2015) · doi:10.26481/dis.20150129cm
Shifting threat criterion for morphed facial expressions reduces negative affect
O'Brien, S. L. B., Christensen, B. K., & Goodhew, S. C. (2022) · Behaviour Research and Therapy · doi:10.1016/j.brat.2022.104067
Vulnerability to depression and cognitive bias modification
Chan, S. W. Y. (2012) · UEA Digital Repository (University of East Anglia)
- Authors
- Hoppitt, L., Mathews, A., Yiend, J., & Mackintosh, B.
- Affiliations
- MRC Cognition and Brain Sciences Unit (GB)
- Corresponding author
- Hoppitt, Laura
- Venue
- Applied Cognitive Psychology
- Publisher
- Wiley
- Published
- 2010-03-18
- Volume
- 24
- Issue
- 3
- Pages
- 312-325
- ISSN
- 0888-4080 (ISSN-L)
- 1099-0720
- OpenAlex
- W2047738821
- Cited by
- 64
- References
- 24
- Citations by year
- 2025: 1 · 2024: 2 · 2023: 2 · 2022: 2 · 2021: 3 · 2020: 2 · 2019: 3 · 2018: 3 · 2017: 5 · 2016: 2 · 2015: 9 · 2014: 6 · 2013: 9 · 2012: 7
- FWCI
- 9.99
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Applied Cognitive Psychology (publishedVersion)
- Research Portal (King's College London) (submittedVersion)
- Open Access at Essex (University of Essex) (submittedVersion)
- UEA Digital Repository (University of East Anglia) (submittedVersion)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Social Sciences › Psychology › Clinical Psychology › Psychological Treatments and Assessments
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- interpretation bias, active training, passive exposure, affective priming, lexical decision, anxiety, emotional words
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review